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PenPaperKeyCode 

authored 5 papers 10 months ago

Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models

Paper • 2309.15531 • Published Sep 27, 2023 • 1

HyperCLOVA X Technical Report

Paper • 2404.01954 • Published Apr 2, 2024 • 25

Peri-LN: Revisiting Layer Normalization in the Transformer Architecture

Paper • 2502.02732 • Published Feb 4, 2025 • 2

AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models

Paper • 2210.03858 • Published Oct 8, 2022

LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models

Paper • 2206.09557 • Published Jun 20, 2022

kmyoo 

authored 14 papers over 1 year ago

Instruction Tuning with Human Curriculum

Paper • 2310.09518 • Published Oct 14, 2023 • 3

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation

Paper • 2001.08604 • Published Jan 23, 2020 • 1

Aligning Large Language Models through Synthetic Feedback

Paper • 2305.13735 • Published May 23, 2023 • 1

Self-Guided Contrastive Learning for BERT Sentence Representations

Paper • 2106.07345 • Published Jun 3, 2021

What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers

Paper • 2109.04650 • Published Sep 10, 2021

Unified Speech-Text Pretraining for Spoken Dialog Modeling

Paper • 2402.05706 • Published Feb 8, 2024 • 7

Aligning Large Language Models by On-Policy Self-Judgment

Paper • 2402.11253 • Published Feb 17, 2024 • 2

KMMLU: Measuring Massive Multitask Language Understanding in Korean

Paper • 2402.11548 • Published Feb 18, 2024

HyperCLOVA X Technical Report

Paper • 2404.01954 • Published Apr 2, 2024 • 25

Aligning Language Models to Explicitly Handle Ambiguity

Paper • 2404.11972 • Published Apr 18, 2024 • 1

Critic-Guided Decoding for Controlled Text Generation

Paper • 2212.10938 • Published Dec 21, 2022 • 2

Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning

Paper • 2301.11660 • Published Jan 27, 2023 • 1

LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices

Paper • 2407.11534 • Published Jul 16, 2024

GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation

Paper • 2104.08826 • Published Apr 18, 2021

PenPaperKeyCode 

authored a paper over 2 years ago

FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization

Paper • 2306.00317 • Published Jun 1, 2023